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Question

If the same quantity is measured several times and the readings vary slightly each time, which type of error is most likely present?

This question was previously asked in
RRB JE 2025 CBT 2 Mechanical and Allied Engg Question Paper English (2-Jul-2026) (Shift-1)
The correct answer is

Random error

Measurement errors are broadly classified by how they behave when a measurement is repeated. The key distinction is whether the error stays the same each time (systematic) or varies unpredictably (random).

The scenario describes measuring the same quantity several times and getting readings that vary slightly from one trial to the next. This scatter is the signature of a random error, which is the correct answer. Random errors arise from small, uncontrollable fluctuations such as instrument electrical noise, tiny changes in temperature or supply, observer inconsistency, and vibration. Because they are equally likely to push readings up or down, they can be reduced by taking many readings and averaging, and they are characterised statistically (e.g. by standard deviation).

Why the other options are wrong:

  • Systematic error produces a consistent offset in one direction (readings always too high or always too low by roughly the same amount); it does not by itself cause the reading-to-reading scatter described here, and averaging does not remove it.
  • Calibration error is a specific kind of systematic error (an instrument reading consistently off due to poor calibration), so it too shows a fixed bias rather than random fluctuation.
  • Parallax error comes from viewing a scale or pointer at the wrong angle and is essentially systematic in nature; it would not naturally produce slightly different values on every repeated reading.
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Important Questions from Error Analysis

  1. Errors that occur after taking care of all gross and systematic errors are called as:
  2. An ammeter of 0-50 A range has an accuracy of ± 1% of full scale reading. The current measured is 10 A. The uncertainty in measured value is

  3. A 0-200 V voltmeter has an accuracy of 0.75% of full-scale reading. If the voltage measured is 100 V, the error is

  4. Suppose that resistors R1 and R2 are connected in parallel to give an equivalent resistor R. If resistors R1 and R2 have tolerance of 1% each the equivalent resistor R for resistor R1 = 300 Ω and R2 = 200 Ω will have tolerance of

  5. A \(4 \frac 1 2\) digit DMM has the error specification as 0.2% of reading +10 counts. If a d.c. voltage of 100 V is read on its 200 V full-scale, the maximum error that can be expected in the reading is

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